On the optimality of zero-forcing and treating interference as noise for K-user MIMO interference channels

Chunhua Geng, S. Jafar
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引用次数: 3

Abstract

In this work, we first establish that for the class of interference channels identified by Geng et al. where treating interference as noise (TIN) is optimal from the generalized degrees-of-freedom (GDoF) perspective, if the number of antennas at each node is scaled by a common constant factor, then the GDoF region scales by the same factor almost surely, and the TIN scheme remains optimal for the entire GDoF region. Next, we demonstrate that for K-user MIMO interference channels with different antenna numbers for transmitters and receivers, there exist non-trivial parameter regimes where a simple scheme of zero-forcing strong interference and treating the others as noise achieves the sum GDoF.
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k -用户MIMO干扰信道的零强制和噪声处理的最优性
在这项工作中,我们首先建立了对于耿等人识别的干扰通道类别,从广义自由度(GDoF)的角度来看,将干扰视为噪声(TIN)是最优的,如果每个节点的天线数量按公共常数因子缩放,那么gof区域几乎肯定会按相同因子缩放,并且TIN方案对于整个gof区域仍然是最优的。接下来,我们证明了对于发射机和接收机具有不同天线数的k用户MIMO干扰信道,存在非平凡参数制度,其中零强迫强干扰和将其他干扰视为噪声的简单方案可以获得和gof。
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